Learning Invariant Representations with Kernel Warping. - Yingyi Ma; Vignesh Ganapathiraman; Xinhua Zhang (AISTATS, 2019)

Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space. - Yingyi Ma; Vignesh Ganapathiraman; Yaoliang Yu; Xinhua Zhang (ICML, 2020)

Proximal Mapping for Deep Regularization. - Mao Li; Yingyi Ma; Xinhua Zhang (NeurIPS, 2020)

Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning. - Yingyi Ma; Xinhua Zhang (AISTATS, 2022)

PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation. - Puneet Mathur; Zhe Liu 011; Ke Li 018; Yingyi Ma; Gil Keren; Zeeshan Ahmed; Dinesh Manocha; Xuedong Zhang (EMNLP (Findings), 2023)

Adaptive Multi-Corpora Language Model Training for Speech Recognition. - Yingyi Ma; Zhe Liu 011; Xuedong Zhang (ICASSP, 2023)

DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation. - Puneet Mathur; Zhe Liu 011; Ke Li 018; Yingyi Ma; Gil Keren; Zeeshan Ahmed; Dinesh Manocha; Xuedong Zhang (LREC/COLING, 2024)

Effective Internal Language Model Training and Fusion for Factorized Transducer Model. - Jinxi Guo; Niko Moritz; Yingyi Ma; Frank Seide; Chunyang Wu; Jay Mahadeokar; Ozlem Kalinli; Christian Fuegen; Mike Seltzer (ICASSP, 2024)

Correction Focused Language Model Training For Speech Recognition. - Yingyi Ma; Zhe Liu 011; Ozlem Kalinli (ICASSP, 2024)

Contextual Biasing of Named-Entities with Large Language Models. - Chuanneng Sun; Zeeshan Ahmed; Yingyi Ma; Zhe Liu 011; Lucas Kabela; Yutong Pang; Ozlem Kalinli (ICASSP, 2024)

Recovering from Privacy-Preserving Masking with Large Language Models. - Arpita Vats; Zhe Liu 011; Peng Su; Debjyoti Paul; Yingyi Ma; Yutong Pang; Zeeshan Ahmed; Ozlem Kalinli (ICASSP, 2024)

Effective Text Adaptation For LLM-Based ASR Through Soft Prompt Fine-Tuning. - Yingyi Ma; Zhe Liu 011; Ozlem Kalinli (SLT, 2024)

Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition. - Keqi Deng; Jinxi Guo; Yingyi Ma; Niko Moritz; Philip C. Woodland; Ozlem Kalinli; Mike Seltzer (ICASSP, 2025)